BGPhazard

BGPHazard: A package bayesian nonparametric inference in survival analysis.

Times to death or relapse (in days) for patients with bone marrow transplants for Hodgkin and non-Hodgkin lymphoma

BSBHaz posterior samples using Gibbs Sampler

Initial setup for BSBHaz model

Plot diagnostics for BSBHaz model

Plot summaries for BSBHaz model

Get posterior summaries for BSBHaz model

Markov Beta Model

Diagnosis plots for PI, U, C and Epsilon

Plots for the discrete Hazard and Survival Function Estimates

Bayesian Semiparametric Cure Rate Model with an Unknown Threshold and Covariate Information

Diagnostics plots for Lambda, Theta, Delta, U, C, Pi, Z and Epsilon. Hazard function, cure proportion and cure time for the median observation.

Plots for the Hazard and Survival Funcion Estimates

Markov Gamma Model with Covariates

Diagnostics plots for lambda, U, C, Epsilon and Theta

Plots for the Hazard and Survival Funcion Estimates for the Bayesian non-parametric Markov gamma model with covariates in survival analysis.

Bayesian Semiparametric Cure Rate Model with an Unknown Threshold

Diagnosis plots for Lambda, U, C, Mu, Pi, Z and Epsilon

Plots for the Hazard and Survival Funcion Estimates

Markov Gamma Model

Diagnosis plots for Lambda, U, C and Epsilon

Plots for the Hazard and Survival Function Estimates

Recurrent infection of kidney catheters

Conditional Predictive Ordinate (CPO) Statistic

Simulated data from the proportional hazards cure rate model of Yakolev & Tsodikov (1996) by taking a baseline density with a bounded support.

Times of Remission of Leukemia Patients (Gehan)

Survival Times of Patients with Leukemia (Feigl and Zelen)

Death Times of Psychiatric Patients (Woolson)